Vibe coding an AI governance platform forced me to rethink governance itself

This article argues that AI governance must move beyond document-centric policies and committees to operational runtime visibility, testing, training, and continuous controls; it highlights how traditional security architectures and DLP approaches fail to detect "shadow AI" use and urges organizations to operationalize governance early to avoid unmanaged risks.